Manus Desktop Review: Meta’s AI Agent Finally Goes Local

Last week, I was knee-deep in a project — juggling spreadsheets, editing local files, trying to get an AI to help me actually do things on my computer instead of just talking about them. Then Manus dropped their desktop app with a feature called “My Computer,” and suddenly the gap between AI assistants and actual AI agents just got a whole lot smaller.

If you’ve been paying attention to the AI agent space in 2026, you know Manus. The Meta-owned platform has been one of the most talked-about general-purpose AI agents since its acquisition in late 2025. But until March 18, 2026, it only worked in the cloud. Now? It lives on your laptop.

What Is Manus Desktop’s “My Computer” Feature?

Manus Desktop is exactly what it sounds like — a native application that brings Manus’s AI agent capabilities directly onto your personal computer. The headline feature, “My Computer,” gives the agent access to your local files, applications, and tools. Not through some janky browser extension or hacky workaround. A proper desktop agent.

Here’s what that actually means in practice:

• File management: Ask Manus to organize, rename, or sort thousands of files on your hard drive. I tested it with a messy downloads folder (~2,000 files) and it categorized everything into sensible subfolders in about 3 minutes.
• Application control: It can launch and interact with apps installed on your machine. Think Excel, VS Code, your browser — real desktop automation.
• Local file editing: Read, analyze, and edit documents without uploading anything to the cloud. Your data stays on your device.
• Code generation: Point it at a project directory and it can scaffold an entire app. Meta claims “minutes” — in my testing, a basic React dashboard took about 8 minutes from prompt to working prototype.

This isn’t Manus’s first rodeo with useful features either. The platform already integrates with Google Calendar, Gmail, Slack, and various third-party services. The desktop app layers local device access on top of that existing cloud functionality.

Manus vs OpenClaw: The AI Agent War Gets Personal

Let’s address the elephant in the room. The timing of this launch is not coincidental. OpenClaw — the open-source AI agent that installs directly on your machine — has been absolutely dominating the conversation lately. NVIDIA CEO Jensen Huang literally called it “the next ChatGPT” on CNBC’s Mad Money.

Here’s how they compare:

Feature	Manus Desktop	OpenClaw
Price	$20-$200/month	Free (MIT License)
Local file access	✅ Yes (My Computer)	✅ Yes (native)
Cloud integrations	✅ Gmail, Calendar, Slack	✅ Via extensions
Open source	❌ No	✅ Yes
Backing	Meta ($2B acquisition)	Community + OpenAI hire
Browser automation	✅ Browser Operator	✅ Via plugins
Research capabilities	✅ Wide Research	✅ Via skills
Approval system	✅ Allow Once/Always	✅ Granular permissions

The biggest difference? OpenClaw is free and fully open-source. Manus is a paid subscription backed by Meta’s resources. Both approaches have merit — Manus offers a more polished, integrated experience out of the box, while OpenClaw gives you complete control and zero vendor lock-in.

Pricing Breakdown: What Does Manus Desktop Actually Cost?

Manus operates on a credit-based system with three main tiers:

• Standard — $20/month: 4,000 credits per month, 300 daily refresh credits. Good enough for casual users who want to test AI agent workflows.
• Customizable — $40/month: 8,000 credits per month. Better for freelancers and small teams with regular AI tasks.
• Extended — $200/month: 40,000 credits per month. Built for power users running large-scale research, batch operations, and heavy app building workflows.

All plans include 300 daily refresh credits, up to 20 concurrent tasks, and 20 scheduled tasks. There’s also a free tier with limited credits for trying things out. Annual billing saves you roughly 17%.

For context, that $20/month entry point puts it in the same ballpark as ChatGPT Plus, but you’re getting agent capabilities that ChatGPT still doesn’t really offer at the desktop level.

Security: Should You Give an AI Agent Access to Your Computer?

This is the question everyone’s asking, and it’s a fair one. Giving any AI — whether it’s Manus, OpenClaw, or anything else — access to your local filesystem is a non-trivial trust decision.

Manus addresses this with a permission system:

• “Allow Once” — Review and approve each action individually. Slower but maximum control.
• “Always Allow” — Grant blanket permission for trusted, recurring actions. Faster but requires more trust.

Is this enough? Honestly, it depends on your risk tolerance. The fact that Meta now owns Manus adds both credibility (massive security team) and concern (it’s Meta — they’re not exactly known for data privacy wins). Manus claims data stays local with My Computer, but I’d still be cautious with sensitive business files until independent security audits come in.

For what it’s worth, OpenClaw takes a similar approach with granular permission controls, and its open-source nature means the community can audit exactly what the agent does.

Who Should Actually Use Manus Desktop?

After spending a few days with the desktop app, here’s my honest take on who benefits most:

Great fit if you:

• Already use Manus’s cloud features and want local access
• Need polished AI-powered productivity tools that work out of the box
• Want an integrated experience across cloud services and local files
• Prefer managed solutions over DIY open-source setups
• Need enterprise features (SSO, team plans, API access)

Skip it if you:

• Don’t want to pay when free alternatives exist
• Need full transparency into what the AI does (go with OpenClaw)
• Are primarily a developer who wants deep customization
• Are uncomfortable giving Meta-owned software filesystem access

The Bigger Picture: AI Agents Are Going Local

What’s really interesting about Manus Desktop isn’t just the product — it’s what it signals. The entire AI industry is shifting from cloud-only chatbots to local-first agents that actually do things on your machine. Between OpenClaw’s explosive growth, Manus going desktop, and companies like Anthropic and Google investing heavily in agent frameworks, 2026 is shaping up to be the year AI stops being something you talk to and becomes something that works for you.

The question isn’t whether you’ll have an AI agent on your computer by the end of the year. It’s which one you’ll choose.

Final Verdict

Manus Desktop with My Computer is a solid product from a well-funded team. The local file access is genuinely useful, the permission system is reasonable, and the integration with existing cloud services makes it more than just an OpenClaw clone. But the $20-$200/month price tag in a world where OpenClaw does similar things for free is a tough sell for individual users.

For teams and businesses that want managed, enterprise-ready AI agents with Meta’s backing? Manus Desktop is one of the best options available right now. For tinkerers and developers who want maximum control? OpenClaw remains the king.

Rating: 7.5/10 — Impressive agent capabilities held back by pricing in an increasingly free-and-open-source world.